Abstract: An embodiment of the present invention is directed to an on-demand data quality assessment that receives a request to trigger a data quality process on a dataset at rest, wherein the request includes an application name, a platform name, a database name, a schema name, and a dataset name. The system includes a data quality process configured to execute data quality rules against the dataset and generate a job identifier for the data quality process. The system includes a response component configured to return the job identifier in response to the request and further return data quality results in response to a subsequent request including the job identifier. The data quality results include individual rule results with failure counts and pass or fail determinations, and summary metrics showing total rules executed, passed, and failed.

Abstract: An embodiment of the present invention is directed to data quality processing of data in-flight within a data pipeline that includes reading source data from one or more input datasets into a dataframe. The system reads source data from an input dataset into a dataframe within a data pipeline and applies data quality rules to the dataframe while the source data is in-flight within the data pipeline. The system determines a pipeline action based on metadata associated with the one or more data quality rules. The pipeline action may be selected from a group of a drop action that discards failed records, a quarantine action that stores failed records in a separate table, a warn action that loads all records with quality flags, and a fail action that prevents data loading and sets the pipeline to a failed status.

Abstract: An embodiment of the present invention is directed to a Metadata-Driven Data Quality Framework and Engine that enables dynamic generation of code for assessing data quality based on qualified metadata content. The Data Quality Framework may be directed to an enterprise scaled application that embodies Data Quality disciplines for good/optimal Data Governance. An embodiment of the present invention may be integrated into a Metadata Management process of an overall Data Governance Program so the data user's meaning and understanding may become part of the automated data quality process.

Abstract: An embodiment of the present invention is directed to a Metadata-Driven Data Quality Framework and Engine that enables dynamic generation of code for assessing data quality based on qualified metadata content. The Data Quality Framework may be directed to an enterprise scaled application that embodies Data Quality disciplines for good/optimal Data Governance. An embodiment of the present invention may be integrated into a Metadata Management process of an overall Data Governance Program so the data user's meaning and understanding may become part of the automated data quality process.

Abstract: An embodiment of the present invention is directed to a Metadata-Driven Data Quality Framework and Engine that enables dynamic generation of code for assessing data quality based on qualified metadata content. The Data Quality Framework may be directed to an enterprise scaled application that embodies Data Quality disciplines for good/optimal Data Governance. An embodiment of the present invention may be integrated into a Metadata Management process of an overall Data Governance Program so the data user's meaning and understanding may become part of the automated data quality process.

Abstract: An embodiment of the present invention is directed to a Metadata-Driven Data Quality Framework and Engine that enables dynamic generation of code for assessing data quality based on qualified metadata content. The Data Quality Framework may be directed to an enterprise scaled application that embodies Data Quality disciplines for good/optimal Data Governance. An embodiment of the present invention may be integrated into a Metadata Management process of an overall Data Governance Program so the data user's meaning and understanding may become part of the automated data quality process.

Abstract: A gas detector includes environmental condition detection circuitry that includes one or more sensors, data processing circuitry, and wireless communication circuitry. The gas detector is configured to be carried by a user. The environmental condition detection circuitry detects the presence or lack of presence of a particular gas in a vicinity of the gas detector and further detects a temperature in the vicinity of the gas detector and communicates detection data to the data processing circuitry. In response to detection of a hazardous temperature condition, the data processing circuitry of the gas detector provides an alert notification to the user carrying the gas detector. Also disclosed is an alert system including multiple gas detectors in which a first gas detector communicates an alert to a second gas detector via wireless communication, and in response, the second gas detector transmits the alert to another gas detector or device via wireless communication.

Abstract: An alert system and method includes at least first and second detectors that each includes environmental condition detection circuitry, data processing circuitry, and wireless communication circuitry. The first and second detectors are respectively carried by first and second users. The first and second detectors detect environmental conditions in a vicinity of the respective detectors and communicate detection data to the respective data processing circuitry. In response to detection of a hazardous environmental condition by the first detector, the first detector provides an alert notification to the first user and communicates the alert to the second detector via wireless communication, and in response to receipt of an alert from the first detector, the second detector transmits the alert to another detector or device via wireless communication. A communicated or transmitted alert may include an incrementing indicator of a number of hops or levels of transmission of the alert.

Abstract: A gas detector includes environmental condition detection circuitry that includes one or more sensors, data processing circuitry, and wireless communication circuitry. The gas detector is configured to be carried by a user. The environmental condition detection circuitry detects the presence or lack of presence of a particular gas in a vicinity of the gas detector and further detects a temperature in the vicinity of the gas detector and communicates detection data to the data processing circuitry. In response to detection of a hazardous temperature condition, the data processing circuitry of the gas detector provides an alert notification to the user carrying the gas detector. Also disclosed is an alert system including multiple gas detectors in which a first gas detector communicates an alert to a second gas detector via wireless communication, and in response, the second gas detector transmits the alert to another gas detector or device via wireless communication.

Abstract: An alert system and method includes at least first and second detectors that each includes environmental condition detection circuitry, data processing circuitry, and wireless communication circuitry. The first and second detectors are respectively carried by first and second users. The first and second detectors detect environmental conditions in a vicinity of the respective detectors and communicate detection data to the respective data processing circuitry. In response to detection of a hazardous environmental condition by the first detector, the first detector provides an alert notification to the first user and communicates the alert to the second detector via wireless communication, and in response to receipt of an alert from the first detector, the second detector transmits the alert to another detector or device via wireless communication. A communicated or transmitted alert may include an incrementing indicator of a number of hops or levels of transmission of the alert.

Abstract: An improved pigment-coated paper is provided which enables the use of a non-acidic basesheet in the manufacture of a fragrance release paper. The non-acidic basesheet, compared to the conventionally used acidic basesheet, is brighter and less brittle, and therefore imparts improved visual effects and reduces the likelihood of cracking. The clay-based coating composition is mildly alkaline when wet (pH between 7.5 and 8.5) and upon drying on the basesheet, becomes mildly acidic (pH between 6.0 and 7.0). A method of making the improved pigment-coated paper using a non-acidic basesheet in the manufacture of a fragrance release paper is provided, comprising the steps of preparing the basesheet, applying the premixed pigment coating composition using rollers and blade leveling devices, and drying the pigment coating composition. A fragrance sample construction, for use in magazines, catalogs, leaflets, etc.